Housing Data Analysis Report

Dataset statistics

Number of variables	31
Number of observations	56636
Missing cells	648773
Missing cells (%)	37.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	60.4 MiB
Average record size in memory	1.1 KiB

Variable types

Numeric	12
Categorical	17
Boolean	2

Alerts

`State` has constant value ""	Constant
`Parcel ID` has a high cardinality: 48697 distinct values	High cardinality
`Property Address` has a high cardinality: 45068 distinct values	High cardinality
`Suite/ Condo #` has a high cardinality: 1952 distinct values	High cardinality
`Sale Date` has a high cardinality: 1117 distinct values	High cardinality
`Legal Reference` has a high cardinality: 52898 distinct values	High cardinality
`Owner Name` has a high cardinality: 19713 distinct values	High cardinality
`Address` has a high cardinality: 22327 distinct values	High cardinality
`image` has a high cardinality: 21831 distinct values	High cardinality
`Unnamed: 0.1` is highly overall correlated with `Unnamed: 0`	High correlation
`Unnamed: 0` is highly overall correlated with `Unnamed: 0.1`	High correlation
`Sale Price` is highly overall correlated with `Land Value` and 4 other fields	High correlation
`Land Value` is highly overall correlated with `Sale Price` and 3 other fields	High correlation
`Building Value` is highly overall correlated with `Sale Price` and 5 other fields	High correlation
`Total Value` is highly overall correlated with `Sale Price` and 5 other fields	High correlation
`Finished Area` is highly overall correlated with `Sale Price` and 6 other fields	High correlation
`Bedrooms` is highly overall correlated with `Finished Area` and 1 other fields	High correlation
`Full Bath` is highly overall correlated with `Building Value` and 3 other fields	High correlation
`Land Use` is highly overall correlated with `Sold As Vacant` and 2 other fields	High correlation
`Property City` is highly overall correlated with `City`	High correlation
`Sold As Vacant` is highly overall correlated with `Land Use` and 1 other fields	High correlation
`Multiple Parcels Involved in Sale` is highly overall correlated with `Land Use` and 1 other fields	High correlation
`City` is highly overall correlated with `Property City`	High correlation
`Grade` is highly overall correlated with `Sale Price` and 4 other fields	High correlation
`Land Use` is highly imbalanced (68.1%)	Imbalance
`Property City` is highly imbalanced (58.4%)	Imbalance
`Sold As Vacant` is highly imbalanced (57.6%)	Imbalance
`Multiple Parcels Involved in Sale` is highly imbalanced (58.8%)	Imbalance
`City` is highly imbalanced (65.6%)	Imbalance
`Tax District` is highly imbalanced (61.7%)	Imbalance
`Exterior Wall` is highly imbalanced (51.9%)	Imbalance
`Grade` is highly imbalanced (68.8%)	Imbalance
`Half Bath` is highly imbalanced (53.6%)	Imbalance
`Suite/ Condo #` has 50527 (89.2%) missing values	Missing
`Owner Name` has 31375 (55.4%) missing values	Missing
`Address` has 30619 (54.1%) missing values	Missing
`City` has 30619 (54.1%) missing values	Missing
`State` has 30619 (54.1%) missing values	Missing
`Acreage` has 30619 (54.1%) missing values	Missing
`Tax District` has 30619 (54.1%) missing values	Missing
`Neighborhood` has 30619 (54.1%) missing values	Missing
`image` has 31301 (55.3%) missing values	Missing
`Land Value` has 30619 (54.1%) missing values	Missing
`Building Value` has 30619 (54.1%) missing values	Missing
`Total Value` has 30619 (54.1%) missing values	Missing
`Finished Area` has 32470 (57.3%) missing values	Missing
`Foundation Type` has 32472 (57.3%) missing values	Missing
`Year Built` has 32471 (57.3%) missing values	Missing
`Exterior Wall` has 32471 (57.3%) missing values	Missing
`Grade` has 32471 (57.3%) missing values	Missing
`Bedrooms` has 32477 (57.3%) missing values	Missing
`Full Bath` has 32359 (57.1%) missing values	Missing
`Half Bath` has 32490 (57.4%) missing values	Missing
`Sale Price` is highly skewed (γ1 = 30.49774693)	Skewed
`Acreage` is highly skewed (γ1 = 52.27927679)	Skewed
`Finished Area` is highly skewed (γ1 = 65.94511713)	Skewed
`Unnamed: 0.1` is uniformly distributed	Uniform
`Unnamed: 0` is uniformly distributed	Uniform
`Parcel ID` is uniformly distributed	Uniform
`Owner Name` is uniformly distributed	Uniform
`Address` is uniformly distributed	Uniform
`image` is uniformly distributed	Uniform
`Unnamed: 0.1` has unique values	Unique
`Unnamed: 0` has unique values	Unique
`Building Value` has 1852 (3.3%) zeros	Zeros

Reproduction

Analysis started	2023-05-12 17:19:30.104803
Analysis finished	2023-05-12 17:20:40.483740
Duration	1 minute and 10.38 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

Unnamed: 0.1
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	56636
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28317.5

Minimum	0
Maximum	56635
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2831.75
Q1	14158.75
median	28317.5
Q3	42476.25
95-th percentile	53803.25
Maximum	56635
Range	56635
Interquartile range (IQR)	28317.5

Descriptive statistics

Standard deviation	16349.549
Coefficient of variation (CV)	0.57736556
Kurtosis	-1.2
Mean	28317.5
Median Absolute Deviation (MAD)	14159
Skewness	0
Sum	1.6037899 × 10⁹
Variance	2.6730776 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
37762	1	< 0.1%
37751	1	< 0.1%
37752	1	< 0.1%
37753	1	< 0.1%
37754	1	< 0.1%
37755	1	< 0.1%
37756	1	< 0.1%
37757	1	< 0.1%
37758	1	< 0.1%
Other values (56626)	56626	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
56635	1	< 0.1%
56634	1	< 0.1%
56633	1	< 0.1%
56632	1	< 0.1%
56631	1	< 0.1%
56630	1	< 0.1%
56629	1	< 0.1%
56628	1	< 0.1%
56627	1	< 0.1%
56626	1	< 0.1%

Unnamed: 0
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	56636
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28317.5

Minimum	0
Maximum	56635
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2831.75
Q1	14158.75
median	28317.5
Q3	42476.25
95-th percentile	53803.25
Maximum	56635
Range	56635
Interquartile range (IQR)	28317.5

Descriptive statistics

Standard deviation	16349.549
Coefficient of variation (CV)	0.57736556
Kurtosis	-1.2
Mean	28317.5
Median Absolute Deviation (MAD)	14159
Skewness	0
Sum	1.6037899 × 10⁹
Variance	2.6730776 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
37762	1	< 0.1%
37751	1	< 0.1%
37752	1	< 0.1%
37753	1	< 0.1%
37754	1	< 0.1%
37755	1	< 0.1%
37756	1	< 0.1%
37757	1	< 0.1%
37758	1	< 0.1%
Other values (56626)	56626	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
56635	1	< 0.1%
56634	1	< 0.1%
56633	1	< 0.1%
56632	1	< 0.1%
56631	1	< 0.1%
56630	1	< 0.1%
56629	1	< 0.1%
56628	1	< 0.1%
56627	1	< 0.1%
56626	1	< 0.1%

Parcel ID
Categorical

HIGH CARDINALITY UNIFORM

Distinct	48697
Distinct (%)	86.0%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

083 04 0K 001.00	4
071 15 0 150.00	4
081 03 0 200.00	4
105 01 0 256.00	4
128 16 0A 070.00	4
Other values (48692)	56616

Length

Max length	16
Median length	16
Mean length	15.519493
Min length	15

Characters and Unicode

Total characters	878962
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	41452 ?
Unique (%)	73.2%

Sample

1st row	105 03 0D 008.00
2nd row	105 11 0 080.00
3rd row	118 03 0 130.00
4th row	119 01 0 479.00
5th row	119 05 0 186.00

Common Values

Value	Count	Frequency (%)
083 04 0K 001.00	4	< 0.1%
071 15 0 150.00	4	< 0.1%
081 03 0 200.00	4	< 0.1%
105 01 0 256.00	4	< 0.1%
128 16 0A 070.00	4	< 0.1%
164 10 0A 243.00	4	< 0.1%
071 11 0 489.00	4	< 0.1%
081 03 0 199.00	4	< 0.1%
104 16 0 110.00	4	< 0.1%
119 02 0 178.00	4	< 0.1%
Other values (48687)	56596	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	27214	12.0%
0a	14081	6.2%
0b	5557	2.5%
02	4112	1.8%
09	3947	1.7%
01	3877	1.7%
16	3855	1.7%
06	3698	1.6%
05	3627	1.6%
07	3563	1.6%
Other values (1207)	153013	67.5%

Most occurring characters

Value	Count	Frequency (%)
0	286157	32.6%
	169908	19.3%
1	105889	12.0%
.	56636	6.4%
2	39098	4.4%
3	36219	4.1%
4	31088	3.5%
6	27716	3.2%
5	27014	3.1%
7	24221	2.8%
Other values (28)	75016	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	622996	70.9%
Space Separator	169908	19.3%
Other Punctuation	56636	6.4%
Uppercase Letter	29422	3.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	14258	48.5%
B	5784	19.7%
C	2759	9.4%
D	1643	5.6%
E	1038	3.5%
F	537	1.8%
J	451	1.5%
G	352	1.2%
M	332	1.1%
H	236	0.8%
Other values (16)	2032	6.9%

Decimal Number

Value	Count	Frequency (%)
0	286157	45.9%
1	105889	17.0%
2	39098	6.3%
3	36219	5.8%
4	31088	5.0%
6	27716	4.4%
5	27014	4.3%
7	24221	3.9%
8	23773	3.8%
9	21821	3.5%

Space Separator

Value	Count	Frequency (%)
	169908	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	56636	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	849540	96.7%
Latin	29422	3.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	14258	48.5%
B	5784	19.7%
C	2759	9.4%
D	1643	5.6%
E	1038	3.5%
F	537	1.8%
J	451	1.5%
G	352	1.2%
M	332	1.1%
H	236	0.8%
Other values (16)	2032	6.9%

Common

Value	Count	Frequency (%)
0	286157	33.7%
	169908	20.0%
1	105889	12.5%
.	56636	6.7%
2	39098	4.6%
3	36219	4.3%
4	31088	3.7%
6	27716	3.3%
5	27014	3.2%
7	24221	2.9%
Other values (2)	45594	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	878962	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	286157	32.6%
	169908	19.3%
1	105889	12.0%
.	56636	6.4%
2	39098	4.4%
3	36219	4.1%
4	31088	3.5%
6	27716	3.2%
5	27014	3.1%
7	24221	2.8%
Other values (28)	75016	8.5%

Land Use
Categorical

HIGH CORRELATION IMBALANCE

Distinct	39
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

SINGLE FAMILY	34268
RESIDENTIAL CONDO	14081
VACANT RESIDENTIAL LAND	3586
VACANT RES LAND	1575
DUPLEX	1389
Other values (34)	1737

Length

Max length	42
Median length	13
Mean length	14.496221
Min length	5

Characters and Unicode

Total characters	821008
Distinct characters	38
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row	RESIDENTIAL CONDO
2nd row	SINGLE FAMILY
3rd row	SINGLE FAMILY
4th row	SINGLE FAMILY
5th row	SINGLE FAMILY

Common Values

Value	Count	Frequency (%)
SINGLE FAMILY	34268	60.5%
RESIDENTIAL CONDO	14081	24.9%
VACANT RESIDENTIAL LAND	3586	6.3%
VACANT RES LAND	1575	2.8%
DUPLEX	1389	2.5%
ZERO LOT LINE	1049	1.9%
CONDO	252	0.4%
RESIDENTIAL COMBO/MISC	95	0.2%
TRIPLEX	92	0.2%
QUADPLEX	39	0.1%
Other values (29)	210	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
family	34270	29.1%
single	34268	29.1%
residential	17762	15.1%
condo	14368	12.2%
vacant	5185	4.4%
land	5183	4.4%
res	1575	1.3%
duplex	1389	1.2%
lot	1060	0.9%
zero	1049	0.9%
Other values (69)	1735	1.5%

Most occurring characters

Value	Count	Frequency (%)
I	105515	12.9%
L	95228	11.6%
N	77974	9.5%
E	75227	9.2%
A	67738	8.3%
	61240	7.5%
S	53821	6.6%
D	38823	4.7%
M	34670	4.2%
G	34330	4.2%
Other values (28)	176442	21.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	759611	92.5%
Space Separator	61240	7.5%
Other Punctuation	133	< 0.1%
Decimal Number	8	< 0.1%
Control	6	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	105515	13.9%
L	95228	12.5%
N	77974	10.3%
E	75227	9.9%
A	67738	8.9%
S	53821	7.1%
D	38823	5.1%
M	34670	4.6%
G	34330	4.5%
F	34325	4.5%
Other values (15)	141960	18.7%

Decimal Number

Value	Count	Frequency (%)
1	2	25.0%
9	2	25.0%
6	2	25.0%
0	2	25.0%

Other Punctuation

Value	Count	Frequency (%)
/	128	96.2%
,	3	2.3%
:	2	1.5%

Control

Value	Count	Frequency (%)
	3	50.0%
	3	50.0%

Space Separator

Value	Count	Frequency (%)
	61240	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	759611	92.5%
Common	61397	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	105515	13.9%
L	95228	12.5%
N	77974	10.3%
E	75227	9.9%
A	67738	8.9%
S	53821	7.1%
D	38823	5.1%
M	34670	4.6%
G	34330	4.5%
F	34325	4.5%
Other values (15)	141960	18.7%

Common

Value	Count	Frequency (%)
	61240	99.7%
/	128	0.2%
(	4	< 0.1%
)	4	< 0.1%
	3	< 0.1%
	3	< 0.1%
,	3	< 0.1%
:	2	< 0.1%
1	2	< 0.1%
9	2	< 0.1%
Other values (3)	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	821008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	105515	12.9%
L	95228	11.6%
N	77974	9.5%
E	75227	9.2%
A	67738	8.3%
	61240	7.5%
S	53821	6.6%
D	38823	4.7%
M	34670	4.2%
G	34330	4.2%
Other values (28)	176442	21.5%

Property Address
Categorical

Distinct	45068
Distinct (%)	79.8%
Missing	159
Missing (%)	0.3%
Memory size	4.0 MiB

1212 LAUREL ST	296
600 12TH AVE S	208
301 DEMONBREUN ST	146
270 TAMPA DR	138
1350 ROSA L PARKS BLVD	129
Other values (45063)	55560

Length

Max length	31
Median length	28
Mean length	17.472812
Min length	1

Characters and Unicode

Total characters	986812
Distinct characters	37
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	39441 ?
Unique (%)	69.8%

Sample

1st row	1208 3RD AVE S
2nd row	1802 STEWART PL
3rd row	2761 ROSEDALE PL
4th row	224 PEACHTREE ST
5th row	316 LUTIE ST

Common Values

Value	Count	Frequency (%)
1212 LAUREL ST	296	0.5%
600 12TH AVE S	208	0.4%
301 DEMONBREUN ST	146	0.3%
270 TAMPA DR	138	0.2%
1350 ROSA L PARKS BLVD	129	0.2%
415 CHURCH ST	118	0.2%
0 FOREST PARK RD	108	0.2%
1382 RURAL HILL RD	89	0.2%
5025 HILLSBORO PIKE	82	0.1%
6680 CHARLOTTE PIKE	80	0.1%
Other values (45058)	55083	97.3%
(Missing)	159	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dr	16534	8.7%
ave	11453	6.1%
st	4925	2.6%
rd	4535	2.4%
ct	4134	2.2%
ln	3517	1.9%
n	2290	1.2%
pl	1874	1.0%
blvd	1660	0.9%
s	1654	0.9%
Other values (10736)	136705	72.2%

Most occurring characters

Value	Count	Frequency (%)
	188883	19.1%
E	62508	6.3%
R	61066	6.2%
A	53255	5.4%
D	42289	4.3%
L	41157	4.2%
1	40590	4.1%
N	38226	3.9%
O	37489	3.8%
T	35837	3.6%
Other values (27)	385512	39.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	590382	59.8%
Decimal Number	207547	21.0%
Space Separator	188883	19.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	62508	10.6%
R	61066	10.3%
A	53255	9.0%
D	42289	7.2%
L	41157	7.0%
N	38226	6.5%
O	37489	6.3%
T	35837	6.1%
S	30358	5.1%
I	27588	4.7%
Other values (16)	160609	27.2%

Decimal Number

Value	Count	Frequency (%)
1	40590	19.6%
0	30950	14.9%
2	29073	14.0%
3	21211	10.2%
4	18872	9.1%
5	17955	8.7%
6	13507	6.5%
7	12785	6.2%
8	12014	5.8%
9	10590	5.1%

Space Separator

Value	Count	Frequency (%)
	188883	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	590382	59.8%
Common	396430	40.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	62508	10.6%
R	61066	10.3%
A	53255	9.0%
D	42289	7.2%
L	41157	7.0%
N	38226	6.5%
O	37489	6.3%
T	35837	6.1%
S	30358	5.1%
I	27588	4.7%
Other values (16)	160609	27.2%

Common

Value	Count	Frequency (%)
	188883	47.6%
1	40590	10.2%
0	30950	7.8%
2	29073	7.3%
3	21211	5.4%
4	18872	4.8%
5	17955	4.5%
6	13507	3.4%
7	12785	3.2%
8	12014	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	986812	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	188883	19.1%
E	62508	6.3%
R	61066	6.2%
A	53255	5.4%
D	42289	4.3%
L	41157	4.2%
1	40590	4.1%
N	38226	3.9%
O	37489	3.8%
T	35837	3.6%
Other values (27)	385512	39.1%

Suite/ Condo #
Categorical

HIGH CARDINALITY MISSING

Distinct	1952
Distinct (%)	32.0%
Missing	50527
Missing (%)	89.2%
Memory size	1.9 MiB

1	55
2	54
5	53
4	49
6	46
Other values (1947)	5852

Length

Max length	6
Median length	5
Mean length	3.6352922
Min length	1

Characters and Unicode

Total characters	22208
Distinct characters	39
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	855 ?
Unique (%)	14.0%

Sample

1st row	8
2nd row	C-10
3rd row	144
4th row	403
5th row	18

Common Values

Value	Count	Frequency (%)
1	55	0.1%
2	54	0.1%
5	53	0.1%
4	49	0.1%
6	46	0.1%
7	46	0.1%
3	46	0.1%
8	42	0.1%
11	41	0.1%
204	40	0.1%
Other values (1942)	5637	10.0%
(Missing)	50527	89.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	55	0.9%
2	54	0.9%
5	53	0.9%
4	51	0.8%
3	47	0.8%
6	46	0.8%
7	46	0.8%
8	43	0.7%
11	41	0.7%
204	40	0.7%
Other values (1938)	5635	92.2%

Most occurring characters

Value	Count	Frequency (%)
0	4934	22.2%
1	3879	17.5%
2	2241	10.1%
.	2096	9.4%
3	1747	7.9%
4	1371	6.2%
5	1071	4.8%
6	886	4.0%
-	856	3.9%
7	803	3.6%
Other values (29)	2324	10.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	18265	82.2%
Other Punctuation	2099	9.5%
Uppercase Letter	986	4.4%
Dash Punctuation	856	3.9%
Space Separator	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	126	12.8%
C	118	12.0%
B	109	11.1%
A	99	10.0%
E	87	8.8%
H	59	6.0%
M	52	5.3%
J	48	4.9%
F	44	4.5%
G	41	4.2%
Other values (15)	203	20.6%

Decimal Number

Value	Count	Frequency (%)
0	4934	27.0%
1	3879	21.2%
2	2241	12.3%
3	1747	9.6%
4	1371	7.5%
5	1071	5.9%
6	886	4.9%
7	803	4.4%
8	728	4.0%
9	605	3.3%

Other Punctuation

Value	Count	Frequency (%)
.	2096	99.9%
#	3	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	856	100.0%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21222	95.6%
Latin	986	4.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	126	12.8%
C	118	12.0%
B	109	11.1%
A	99	10.0%
E	87	8.8%
H	59	6.0%
M	52	5.3%
J	48	4.9%
F	44	4.5%
G	41	4.2%
Other values (15)	203	20.6%

Common

Value	Count	Frequency (%)
0	4934	23.2%
1	3879	18.3%
2	2241	10.6%
.	2096	9.9%
3	1747	8.2%
4	1371	6.5%
5	1071	5.0%
6	886	4.2%
-	856	4.0%
7	803	3.8%
Other values (4)	1338	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4934	22.2%
1	3879	17.5%
2	2241	10.1%
.	2096	9.4%
3	1747	7.9%
4	1371	6.2%
5	1071	4.8%
6	886	4.0%
-	856	3.9%
7	803	3.6%
Other values (29)	2324	10.5%

Property City
Categorical

HIGH CORRELATION IMBALANCE

Distinct	14
Distinct (%)	< 0.1%
Missing	159
Missing (%)	0.3%
Memory size	3.6 MiB

NASHVILLE	40280
ANTIOCH	6316
HERMITAGE	3133
MADISON	2114
BRENTWOOD	1696
Other values (9)	2938

Length

Max length	14
Median length	9
Mean length	8.8485578
Min length	7

Characters and Unicode

Total characters	499740
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	NASHVILLE
2nd row	NASHVILLE
3rd row	NASHVILLE
4th row	NASHVILLE
5th row	NASHVILLE

Common Values

Value	Count	Frequency (%)
NASHVILLE	40280	71.1%
ANTIOCH	6316	11.2%
HERMITAGE	3133	5.5%
MADISON	2114	3.7%
BRENTWOOD	1696	3.0%
OLD HICKORY	1415	2.5%
GOODLETTSVILLE	735	1.3%
NOLENSVILLE	494	0.9%
MOUNT JULIET	183	0.3%
WHITES CREEK	97	0.2%
Other values (4)	14	< 0.1%
(Missing)	159	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nashville	40280	69.2%
antioch	6316	10.9%
hermitage	3133	5.4%
madison	2114	3.6%
brentwood	1696	2.9%
old	1415	2.4%
hickory	1415	2.4%
goodlettsville	735	1.3%
nolensville	494	0.8%
mount	183	0.3%
Other values (7)	391	0.7%

Most occurring characters

Value	Count	Frequency (%)
L	85859	17.2%
I	54768	11.0%
A	51844	10.4%
N	51593	10.3%
H	51241	10.3%
E	51188	10.2%
S	43720	8.7%
V	41510	8.3%
O	16822	3.4%
T	13089	2.6%
Other values (13)	38106	7.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	498045	99.7%
Space Separator	1695	0.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	85859	17.2%
I	54768	11.0%
A	51844	10.4%
N	51593	10.4%
H	51241	10.3%
E	51188	10.3%
S	43720	8.8%
V	41510	8.3%
O	16822	3.4%
T	13089	2.6%
Other values (12)	36411	7.3%

Space Separator

Value	Count	Frequency (%)
	1695	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	498045	99.7%
Common	1695	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	85859	17.2%
I	54768	11.0%
A	51844	10.4%
N	51593	10.4%
H	51241	10.3%
E	51188	10.3%
S	43720	8.8%
V	41510	8.3%
O	16822	3.4%
T	13089	2.6%
Other values (12)	36411	7.3%

Common

Value	Count	Frequency (%)
	1695	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	499740	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	85859	17.2%
I	54768	11.0%
A	51844	10.4%
N	51593	10.3%
H	51241	10.3%
E	51188	10.2%
S	43720	8.7%
V	41510	8.3%
O	16822	3.4%
T	13089	2.6%
Other values (13)	38106	7.6%

Sale Date
Categorical

Distinct	1117
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	3.6 MiB

2013-06-28	305
2015-01-30	247
2016-04-29	242
2015-05-29	240
2016-06-30	229
Other values (1112)	55373

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	566360
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	106 ?
Unique (%)	0.2%

Sample

1st row	2013-01-24
2nd row	2013-01-11
3rd row	2013-01-18
4th row	2013-01-18
5th row	2013-01-23

Common Values

Value	Count	Frequency (%)
2013-06-28	305	0.5%
2015-01-30	247	0.4%
2016-04-29	242	0.4%
2015-05-29	240	0.4%
2016-06-30	229	0.4%
2016-09-30	220	0.4%
2015-05-01	219	0.4%
2015-07-31	203	0.4%
2014-06-30	202	0.4%
2014-08-29	200	0.4%
Other values (1107)	54329	95.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2013-06-28	305	0.5%
2015-01-30	247	0.4%
2016-04-29	242	0.4%
2015-05-29	240	0.4%
2016-06-30	229	0.4%
2016-09-30	220	0.4%
2015-05-01	219	0.4%
2015-07-31	203	0.4%
2014-06-30	202	0.4%
2014-08-29	200	0.4%
Other values (1107)	54329	95.9%

Most occurring characters

Value	Count	Frequency (%)
0	127094	22.4%
-	113272	20.0%
1	100420	17.7%
2	86920	15.3%
5	29037	5.1%
3	26205	4.6%
6	25715	4.5%
4	24839	4.4%
8	11431	2.0%
9	11023	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	453088	80.0%
Dash Punctuation	113272	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	127094	28.1%
1	100420	22.2%
2	86920	19.2%
5	29037	6.4%
3	26205	5.8%
6	25715	5.7%
4	24839	5.5%
8	11431	2.5%
9	11023	2.4%
7	10404	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	113272	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	566360	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	127094	22.4%
-	113272	20.0%
1	100420	17.7%
2	86920	15.3%
5	29037	5.1%
3	26205	4.6%
6	25715	4.5%
4	24839	4.4%
8	11431	2.0%
9	11023	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	566360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	127094	22.4%
-	113272	20.0%
1	100420	17.7%
2	86920	15.3%
5	29037	5.1%
3	26205	4.6%
6	25715	4.5%
4	24839	4.4%
8	11431	2.0%
9	11023	1.9%

Sale Price
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8085
Distinct (%)	14.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	327211.13

Minimum	50
Maximum	54278060
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	50
5-th percentile	60000
Q1	135000
median	205450
Q3	329000
95-th percentile	759000
Maximum	54278060
Range	54278010
Interquartile range (IQR)	194000

Descriptive statistics

Standard deviation	928742.55
Coefficient of variation (CV)	2.8383587
Kurtosis	1487.6099
Mean	327211.13
Median Absolute Deviation (MAD)	84550
Skewness	30.497747
Sum	1.8531929 × 10¹⁰
Variance	8.6256272 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150000	556	1.0%
200000	441	0.8%
160000	435	0.8%
120000	411	0.7%
125000	405	0.7%
175000	399	0.7%
130000	394	0.7%
140000	390	0.7%
165000	379	0.7%
135000	372	0.7%
Other values (8075)	52454	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50	1	< 0.1%
100	2	< 0.1%
500	1	< 0.1%
750	1	< 0.1%
800	2	< 0.1%
1000	8	< 0.1%
1500	1	< 0.1%
2000	2	< 0.1%
2500	1	< 0.1%
3000	10	< 0.1%

Value	Count	Frequency (%)
54278060	7	< 0.1%
14100000	23	< 0.1%
13156000	92	0.2%
12350000	2	< 0.1%
10750000	1	< 0.1%
9500000	6	< 0.1%
7200000	1	< 0.1%
5491000	30	0.1%
5200000	1	< 0.1%
5000000	3	< 0.1%

Legal Reference
Categorical

Distinct	52898
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

20150511-0042855	116
20150202-0009517	92
20130702-0068072	85
20140106-0001071	78
20150513-0043661	72
Other values (52893)	56193

Length

Max length	17
Median length	16
Mean length	16.000088
Min length	15

Characters and Unicode

Total characters	906181
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	51585 ?
Unique (%)	91.1%

Sample

1st row	20130128-0008725
2nd row	20130118-0006337
3rd row	20130124-0008033
4th row	20130128-0008863
5th row	20130131-0009929

Common Values

Value	Count	Frequency (%)
20150511-0042855	116	0.2%
20150202-0009517	92	0.2%
20130702-0068072	85	0.2%
20140106-0001071	78	0.1%
20150513-0043661	72	0.1%
20160405-0032679	54	0.1%
20160405-0032680	54	0.1%
20140417-0032155	54	0.1%
20151104-0112572	53	0.1%
20141216-0115062	53	0.1%
Other values (52888)	55925	98.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
20150511-0042855	116	0.2%
20150202-0009517	92	0.2%
20130702-0068072	85	0.1%
20140106-0001071	78	0.1%
20150513-0043661	72	0.1%
20160405-0032679	54	0.1%
20160405-0032680	54	0.1%
20140417-0032155	54	0.1%
20151104-0112572	53	0.1%
20141216-0115062	53	0.1%
Other values (52926)	55964	98.7%

Most occurring characters

Value	Count	Frequency (%)
0	262374	29.0%
1	141748	15.6%
2	116933	12.9%
-	56642	6.3%
5	56506	6.2%
6	53870	5.9%
4	52509	5.8%
3	50583	5.6%
7	38570	4.3%
8	38276	4.2%
Other values (2)	38170	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	849500	93.7%
Dash Punctuation	56642	6.3%
Space Separator	39	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	262374	30.9%
1	141748	16.7%
2	116933	13.8%
5	56506	6.7%
6	53870	6.3%
4	52509	6.2%
3	50583	6.0%
7	38570	4.5%
8	38276	4.5%
9	38131	4.5%

Dash Punctuation

Value	Count	Frequency (%)
-	56642	100.0%

Space Separator

Value	Count	Frequency (%)
	39	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	906181	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	262374	29.0%
1	141748	15.6%
2	116933	12.9%
-	56642	6.3%
5	56506	6.2%
6	53870	5.9%
4	52509	5.8%
3	50583	5.6%
7	38570	4.3%
8	38276	4.2%
Other values (2)	38170	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	906181	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	262374	29.0%
1	141748	15.6%
2	116933	12.9%
-	56642	6.3%
5	56506	6.2%
6	53870	5.9%
4	52509	5.8%
3	50583	5.6%
7	38570	4.3%
8	38276	4.2%
Other values (2)	38170	4.2%

Sold As Vacant
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	55.4 KiB

False	51741
True	4895

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	51741	91.4%
True	4895	8.6%

Multiple Parcels Involved in Sale
Boolean

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	55.4 KiB

False	51947
True	4689

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	51947	91.7%
True	4689	8.3%

Owner Name
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	19713
Distinct (%)	78.0%
Missing	31375
Missing (%)	55.4%
Memory size	2.9 MiB

JRG PROPERTIES, LLC	26
HILL 33, LLC	24
SUMMEY, CLARENCE	23
FED DEVELOPMENT, LLC	21
KHAZANOV, MAX	21
Other values (19708)	25146

Length

Max length	60
Median length	49
Mean length	24.69447
Min length	6

Characters and Unicode

Total characters	623807
Distinct characters	48
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15826 ?
Unique (%)	62.6%

Sample

1st row	STINSON, LAURA M.
2nd row	NUNES, JARED R.
3rd row	WHITFORD, KAREN
4th row	HENDERSON, JAMES P. & LYNN P.
5th row	MILLER, JORDAN

Common Values

Value	Count	Frequency (%)
JRG PROPERTIES, LLC	26	< 0.1%
HILL 33, LLC	24	< 0.1%
SUMMEY, CLARENCE	23	< 0.1%
FED DEVELOPMENT, LLC	21	< 0.1%
KHAZANOV, MAX	21	< 0.1%
WOODLAND STREET PARTNERS, LLC	17	< 0.1%
URBANGATE DEVELOPMENT GROUP, LLC	17	< 0.1%
KUDZU REAL ESTATE, INC.	17	< 0.1%
DEEP RIVER DEVELOPMENT, LLC	16	< 0.1%
BOCKMAN, JASON	15	< 0.1%
Other values (19703)	25064	44.3%
(Missing)	31375	55.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	12696	11.9%
llc	2125	2.0%
m	1576	1.5%
a	1551	1.5%
l	1402	1.3%
j	1088	1.0%
d	976	0.9%
r	974	0.9%
e	958	0.9%
c	864	0.8%
Other values (16340)	82709	77.4%

Most occurring characters

Value	Count	Frequency (%)
	81693	13.1%
E	52823	8.5%
A	52373	8.4%
R	40686	6.5%
N	37410	6.0%
L	35076	5.6%
I	32439	5.2%
,	29245	4.7%
S	26468	4.2%
O	25497	4.1%
Other values (38)	210097	33.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	482486	77.3%
Space Separator	81693	13.1%
Other Punctuation	57808	9.3%
Decimal Number	1351	0.2%
Dash Punctuation	419	0.1%
Close Punctuation	25	< 0.1%
Open Punctuation	25	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	52823	10.9%
A	52373	10.9%
R	40686	8.4%
N	37410	7.8%
L	35076	7.3%
I	32439	6.7%
S	26468	5.5%
O	25497	5.3%
T	24668	5.1%
H	20000	4.1%
Other values (16)	135046	28.0%

Decimal Number

Value	Count	Frequency (%)
2	312	23.1%
1	277	20.5%
0	234	17.3%
3	173	12.8%
5	83	6.1%
4	82	6.1%
9	61	4.5%
6	61	4.5%
8	44	3.3%
7	24	1.8%

Other Punctuation

Value	Count	Frequency (%)
,	29245	50.6%
.	15708	27.2%
&	12717	22.0%
'	119	0.2%
/	11	< 0.1%
#	6	< 0.1%
:	1	< 0.1%
;	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	81693	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	419	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	25	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	25	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	482486	77.3%
Common	141321	22.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	52823	10.9%
A	52373	10.9%
R	40686	8.4%
N	37410	7.8%
L	35076	7.3%
I	32439	6.7%
S	26468	5.5%
O	25497	5.3%
T	24668	5.1%
H	20000	4.1%
Other values (16)	135046	28.0%

Common

Value	Count	Frequency (%)
	81693	57.8%
,	29245	20.7%
.	15708	11.1%
&	12717	9.0%
-	419	0.3%
2	312	0.2%
1	277	0.2%
0	234	0.2%
3	173	0.1%
'	119	0.1%
Other values (12)	424	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	623807	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	81693	13.1%
E	52823	8.5%
A	52373	8.4%
R	40686	6.5%
N	37410	6.0%
L	35076	5.6%
I	32439	5.2%
,	29245	4.7%
S	26468	4.2%
O	25497	4.1%
Other values (38)	210097	33.7%

Address
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	22327
Distinct (%)	85.8%
Missing	30619
Missing (%)	54.1%
Memory size	2.8 MiB

0 MCKINLEY ST	9
0 ASHLAND CITY HWY	6
0 LESLIE AVE	5
249 MADISON BLVD	4
905 BROADMOOR DR	4
Other values (22322)	25989

Length

Max length	30
Median length	26
Mean length	16.683015
Min length	9

Characters and Unicode

Total characters	434042
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19047 ?
Unique (%)	73.2%

Sample

1st row	1802 STEWART PL
2nd row	2761 ROSEDALE PL
3rd row	224 PEACHTREE ST
4th row	316 LUTIE ST
5th row	2626 FOSTER AVE

Common Values

Value	Count	Frequency (%)
0 MCKINLEY ST	9	< 0.1%
0 ASHLAND CITY HWY	6	< 0.1%
0 LESLIE AVE	5	< 0.1%
249 MADISON BLVD	4	< 0.1%
905 BROADMOOR DR	4	< 0.1%
2507 EASTLAND AVE	4	< 0.1%
1211 14TH AVE S	4	< 0.1%
120 TAGGART AVE	4	< 0.1%
0 WHITES CREEK PIKE	4	< 0.1%
2208 24TH AVE N	4	< 0.1%
Other values (22317)	25969	45.9%
(Missing)	30619	54.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dr	8311	9.8%
ave	7097	8.4%
st	3204	3.8%
rd	2358	2.8%
n	1405	1.7%
ct	1379	1.6%
ln	1007	1.2%
pl	572	0.7%
s	528	0.6%
blvd	515	0.6%
Other values (7213)	58318	68.9%

Most occurring characters

Value	Count	Frequency (%)
	83994	19.4%
E	28844	6.6%
R	26458	6.1%
A	24262	5.6%
D	20125	4.6%
1	19676	4.5%
N	17166	4.0%
L	16149	3.7%
T	15499	3.6%
O	15213	3.5%
Other values (28)	166656	38.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	254214	58.6%
Decimal Number	95832	22.1%
Space Separator	83994	19.4%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	28844	11.3%
R	26458	10.4%
A	24262	9.5%
D	20125	7.9%
N	17166	6.8%
L	16149	6.4%
T	15499	6.1%
O	15213	6.0%
S	13247	5.2%
I	11419	4.5%
Other values (16)	65832	25.9%

Decimal Number

Value	Count	Frequency (%)
1	19676	20.5%
0	14099	14.7%
2	13531	14.1%
3	10122	10.6%
4	8846	9.2%
5	7779	8.1%
6	6022	6.3%
7	5348	5.6%
9	5238	5.5%
8	5171	5.4%

Space Separator

Value	Count	Frequency (%)
	83994	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	254214	58.6%
Common	179828	41.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	28844	11.3%
R	26458	10.4%
A	24262	9.5%
D	20125	7.9%
N	17166	6.8%
L	16149	6.4%
T	15499	6.1%
O	15213	6.0%
S	13247	5.2%
I	11419	4.5%
Other values (16)	65832	25.9%

Common

Value	Count	Frequency (%)
	83994	46.7%
1	19676	10.9%
0	14099	7.8%
2	13531	7.5%
3	10122	5.6%
4	8846	4.9%
5	7779	4.3%
6	6022	3.3%
7	5348	3.0%
9	5238	2.9%
Other values (2)	5173	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	434042	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	83994	19.4%
E	28844	6.6%
R	26458	6.1%
A	24262	5.6%
D	20125	4.6%
1	19676	4.5%
N	17166	4.0%
L	16149	3.7%
T	15499	3.6%
O	15213	3.5%
Other values (28)	166656	38.4%

City
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	30619
Missing (%)	54.1%
Memory size	2.6 MiB

NASHVILLE	20703
ANTIOCH	1311
MADISON	1309
HERMITAGE	1055
OLD HICKORY	919
Other values (7)	720

Length

Max length	14
Median length	9
Mean length	8.962832
Min length	7

Characters and Unicode

Total characters	233186
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	NASHVILLE
2nd row	NASHVILLE
3rd row	NASHVILLE
4th row	NASHVILLE
5th row	NASHVILLE

Common Values

Value	Count	Frequency (%)
NASHVILLE	20703	36.6%
ANTIOCH	1311	2.3%
MADISON	1309	2.3%
HERMITAGE	1055	1.9%
OLD HICKORY	919	1.6%
GOODLETTSVILLE	472	0.8%
BRENTWOOD	203	0.4%
WHITES CREEK	24	< 0.1%
JOELTON	11	< 0.1%
MOUNT JULIET	8	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	30619	54.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nashville	20703	76.8%
antioch	1311	4.9%
madison	1309	4.9%
hermitage	1055	3.9%
old	919	3.4%
hickory	919	3.4%
goodlettsville	472	1.8%
brentwood	203	0.8%
whites	24	0.1%
creek	24	0.1%
Other values (5)	29	0.1%

Most occurring characters

Value	Count	Frequency (%)
L	43765	18.8%
I	25802	11.1%
A	24378	10.5%
E	24056	10.3%
H	24012	10.3%
N	23547	10.1%
S	22509	9.7%
V	21177	9.1%
O	5839	2.5%
T	3564	1.5%
Other values (12)	14537	6.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	232235	99.6%
Space Separator	951	0.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	43765	18.8%
I	25802	11.1%
A	24378	10.5%
E	24056	10.4%
H	24012	10.3%
N	23547	10.1%
S	22509	9.7%
V	21177	9.1%
O	5839	2.5%
T	3564	1.5%
Other values (11)	13586	5.9%

Space Separator

Value	Count	Frequency (%)
	951	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	232235	99.6%
Common	951	0.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	43765	18.8%
I	25802	11.1%
A	24378	10.5%
E	24056	10.4%
H	24012	10.3%
N	23547	10.1%
S	22509	9.7%
V	21177	9.1%
O	5839	2.5%
T	3564	1.5%
Other values (11)	13586	5.9%

Common

Value	Count	Frequency (%)
	951	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	233186	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	43765	18.8%
I	25802	11.1%
A	24378	10.5%
E	24056	10.3%
H	24012	10.3%
N	23547	10.1%
S	22509	9.7%
V	21177	9.1%
O	5839	2.5%
T	3564	1.5%
Other values (12)	14537	6.2%

State
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	< 0.1%
Missing	30619
Missing (%)	54.1%
Memory size	2.4 MiB

TN	26017

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	52034
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TN
2nd row	TN
3rd row	TN
4th row	TN
5th row	TN

Common Values

Value	Count	Frequency (%)
TN	26017	45.9%
(Missing)	30619	54.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tn	26017	100.0%

Most occurring characters

Value	Count	Frequency (%)
T	26017	50.0%
N	26017	50.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	52034	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	26017	50.0%
N	26017	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	52034	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	26017	50.0%
N	26017	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	52034	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	26017	50.0%
N	26017	50.0%

Acreage
Real number (ℝ)

MISSING SKEWED

Distinct	519
Distinct (%)	2.0%
Missing	30619
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.49890302

Minimum	0.01
Maximum	160.06
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.12
Q1	0.18
median	0.27
Q3	0.45
95-th percentile	1.26
Maximum	160.06
Range	160.05
Interquartile range (IQR)	0.27

Descriptive statistics

Standard deviation	1.5703958
Coefficient of variation (CV)	3.1476975
Kurtosis	4471.1658
Mean	0.49890302
Median Absolute Deviation (MAD)	0.1
Skewness	52.279277
Sum	12979.96
Variance	2.466143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.17	1859	3.3%
0.18	1194	2.1%
0.2	1019	1.8%
0.23	955	1.7%
0.22	822	1.5%
0.19	787	1.4%
0.25	762	1.3%
0.27	741	1.3%
0.34	716	1.3%
0.16	699	1.2%
Other values (509)	16463	29.1%
(Missing)	30619	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	4	< 0.1%
0.02	6	< 0.1%
0.03	6	< 0.1%
0.04	12	< 0.1%
0.05	22	< 0.1%
0.06	55	0.1%
0.07	69	0.1%
0.08	105	0.2%
0.09	400	0.7%
0.1	248	0.4%

Value	Count	Frequency (%)
160.06	1	< 0.1%
68.79	1	< 0.1%
62.96	1	< 0.1%
51.34	1	< 0.1%
47.5	1	< 0.1%
41.24	1	< 0.1%
35.97	1	< 0.1%
35	1	< 0.1%
34.64	1	< 0.1%
33.9	1	< 0.1%

Tax District
Categorical

IMBALANCE MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	30619
Missing (%)	54.1%
Memory size	2.9 MiB

URBAN SERVICES DISTRICT	20026
GENERAL SERVICES DISTRICT	4556
CITY OF FOREST HILLS	407
CITY OF OAK HILL	393
CITY OF GOODLETTSVILLE	379
Other values (2)	256

Length

Max length	25
Median length	23
Mean length	23.14283
Min length	16

Characters and Unicode

Total characters	602107
Distinct characters	21
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	URBAN SERVICES DISTRICT
2nd row	CITY OF BERRY HILL
3rd row	URBAN SERVICES DISTRICT
4th row	URBAN SERVICES DISTRICT
5th row	URBAN SERVICES DISTRICT

Common Values

Value	Count	Frequency (%)
URBAN SERVICES DISTRICT	20026	35.4%
GENERAL SERVICES DISTRICT	4556	8.0%
CITY OF FOREST HILLS	407	0.7%
CITY OF OAK HILL	393	0.7%
CITY OF GOODLETTSVILLE	379	0.7%
CITY OF BELLE MEADE	235	0.4%
CITY OF BERRY HILL	21	< 0.1%
(Missing)	30619	54.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
services	24582	31.1%
district	24582	31.1%
urban	20026	25.3%
general	4556	5.8%
city	1435	1.8%
of	1435	1.8%
hill	414	0.5%
forest	407	0.5%
hills	407	0.5%
oak	393	0.5%
Other values (4)	870	1.1%

Most occurring characters

Value	Count	Frequency (%)
I	76381	12.7%
S	74939	12.4%
R	74195	12.3%
E	60402	10.0%
	53090	8.8%
T	51764	8.6%
C	50599	8.4%
A	25210	4.2%
D	25196	4.2%
V	24961	4.1%
Other values (11)	85370	14.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	549017	91.2%
Space Separator	53090	8.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	76381	13.9%
S	74939	13.6%
R	74195	13.5%
E	60402	11.0%
T	51764	9.4%
C	50599	9.2%
A	25210	4.6%
D	25196	4.6%
V	24961	4.5%
N	24582	4.5%
Other values (10)	60788	11.1%

Space Separator

Value	Count	Frequency (%)
	53090	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	549017	91.2%
Common	53090	8.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	76381	13.9%
S	74939	13.6%
R	74195	13.5%
E	60402	11.0%
T	51764	9.4%
C	50599	9.2%
A	25210	4.6%
D	25196	4.6%
V	24961	4.5%
N	24582	4.5%
Other values (10)	60788	11.1%

Common

Value	Count	Frequency (%)
	53090	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	602107	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	76381	12.7%
S	74939	12.4%
R	74195	12.3%
E	60402	10.0%
	53090	8.8%
T	51764	8.6%
C	50599	8.4%
A	25210	4.2%
D	25196	4.2%
V	24961	4.1%
Other values (11)	85370	14.2%

Neighborhood
Real number (ℝ)

Distinct	203
Distinct (%)	0.8%
Missing	30619
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	4356.2158

Minimum	107
Maximum	9530
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	107
5-th percentile	1127
Q1	3126
median	3929
Q3	6228
95-th percentile	9026
Maximum	9530
Range	9423
Interquartile range (IQR)	3102

Descriptive statistics

Standard deviation	2170.3483
Coefficient of variation (CV)	0.49821872
Kurtosis	-0.27158766
Mean	4356.2158
Median Absolute Deviation (MAD)	1403
Skewness	0.4580909
Sum	1.1333567 × 10⁸
Variance	4710411.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4026	729	1.3%
2326	636	1.1%
7328	592	1.0%
1226	525	0.9%
3628	510	0.9%
2026	504	0.9%
226	481	0.8%
3426	462	0.8%
2526	454	0.8%
6226	442	0.8%
Other values (193)	20682	36.5%
(Missing)	30619	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
107	3	< 0.1%
126	294	0.5%
226	481	0.8%
326	53	0.1%
1026	105	0.2%
1111	1	< 0.1%
1113	3	< 0.1%
1126	256	0.5%
1127	130	0.2%
1129	143	0.3%

Value	Count	Frequency (%)
9530	47	0.1%
9529	205	0.4%
9528	85	0.2%
9527	23	< 0.1%
9526	33	0.1%
9328	93	0.2%
9327	88	0.2%
9326	203	0.4%
9226	425	0.8%
9126	13	< 0.1%

image
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	21831
Distinct (%)	86.2%
Missing	31301
Missing (%)	55.3%
Memory size	2.8 MiB

\61000\560001.JPG	4
\18000\785001.JPG	4
\71000\442001.JPG	4
\143000\337001.JPG	4
\111000\868001.JPG	4
Other values (21826)	25315

Length

Max length	18
Median length	17
Mean length	17.333136
Min length	13

Characters and Unicode

Total characters	439135
Distinct characters	16
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18687 ?
Unique (%)	73.8%

Sample

1st row	\114000\910001.JPG
2nd row	\131000\191001.JPG
3rd row	\133000\721001.JPG
4th row	\134000\474001.JPG
5th row	\134000\656001.JPG

Common Values

Value	Count	Frequency (%)
\61000\560001.JPG	4	< 0.1%
\18000\785001.JPG	4	< 0.1%
\71000\442001.JPG	4	< 0.1%
\143000\337001.JPG	4	< 0.1%
\111000\868001.JPG	4	< 0.1%
\73000\486001.JPG	4	< 0.1%
\150000\78001.JPG	4	< 0.1%
\61000\559001.JPG	4	< 0.1%
\48000\197001.JPG	4	< 0.1%
\74000\502001.JPG	4	< 0.1%
Other values (21821)	25295	44.7%
(Missing)	31301	55.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
61000\560001.jpg	4	< 0.1%
25000\868001.jpg	4	< 0.1%
18000\785001.jpg	4	< 0.1%
36000\112001.jpg	4	< 0.1%
86000\701001.jpg	4	< 0.1%
50000\409001.jpg	4	< 0.1%
112000\363001.jpg	4	< 0.1%
250000\1001.jpg	4	< 0.1%
133000\892001.jpg	4	< 0.1%
62000\411001.jpg	4	< 0.1%
Other values (21821)	25295	99.8%

Most occurring characters

Value	Count	Frequency (%)
0	135074	30.8%
\	50670	11.5%
1	48217	11.0%
.	25335	5.8%
J	25335	5.8%
P	25335	5.8%
G	25335	5.8%
2	13432	3.1%
6	13403	3.1%
7	13359	3.0%
Other values (6)	63640	14.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	287119	65.4%
Other Punctuation	76005	17.3%
Uppercase Letter	76005	17.3%
Dash Punctuation	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	135074	47.0%
1	48217	16.8%
2	13432	4.7%
6	13403	4.7%
7	13359	4.7%
4	13307	4.6%
3	13167	4.6%
5	12991	4.5%
8	12274	4.3%
9	11895	4.1%

Uppercase Letter

Value	Count	Frequency (%)
J	25335	33.3%
P	25335	33.3%
G	25335	33.3%

Other Punctuation

Value	Count	Frequency (%)
\	50670	66.7%
.	25335	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	363130	82.7%
Latin	76005	17.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	135074	37.2%
\	50670	14.0%
1	48217	13.3%
.	25335	7.0%
2	13432	3.7%
6	13403	3.7%
7	13359	3.7%
4	13307	3.7%
3	13167	3.6%
5	12991	3.6%
Other values (3)	24175	6.7%

Latin

Value	Count	Frequency (%)
J	25335	33.3%
P	25335	33.3%
G	25335	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	439135	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	135074	30.8%
\	50670	11.5%
1	48217	11.0%
.	25335	5.8%
J	25335	5.8%
P	25335	5.8%
G	25335	5.8%
2	13432	3.1%
6	13403	3.1%
7	13359	3.0%
Other values (6)	63640	14.5%

Land Value
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1122
Distinct (%)	4.3%
Missing	30619
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	69072.665

Minimum	100
Maximum	2772000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	100
5-th percentile	12000
Q1	21000
median	28800
Q3	60000
95-th percentile	250000
Maximum	2772000
Range	2771900
Interquartile range (IQR)	39000

Descriptive statistics

Standard deviation	106040.53
Coefficient of variation (CV)	1.5352026
Kurtosis	50.714073
Mean	69072.665
Median Absolute Deviation (MAD)	11200
Skewness	5.0420974
Sum	1.7970635 × 10⁹
Variance	1.1244595 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25000	1534	2.7%
26000	1038	1.8%
27000	887	1.6%
30000	849	1.5%
18000	812	1.4%
24000	742	1.3%
45000	669	1.2%
15000	669	1.2%
11000	626	1.1%
22000	624	1.1%
Other values (1112)	17567	31.0%
(Missing)	30619	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	3	< 0.1%
200	9	< 0.1%
300	1	< 0.1%
400	1	< 0.1%
500	8	< 0.1%
600	5	< 0.1%
800	9	< 0.1%
900	5	< 0.1%
1000	21	< 0.1%
1200	1	< 0.1%

Value	Count	Frequency (%)
2772000	1	< 0.1%
1921700	1	< 0.1%
1869000	1	< 0.1%
1830700	1	< 0.1%
1603800	1	< 0.1%
1567600	1	< 0.1%
1392800	2	< 0.1%
1276000	1	< 0.1%
1264000	1	< 0.1%
1255500	1	< 0.1%

Building Value
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	4406
Distinct (%)	16.9%
Missing	30619
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	160802.46

Minimum	0
Maximum	12971800
Zeros	1852
Zeros (%)	3.3%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	75900
median	111400
Q3	180700
95-th percentile	448400
Maximum	12971800
Range	12971800
Interquartile range (IQR)	104800

Descriptive statistics

Standard deviation	206804.06
Coefficient of variation (CV)	1.2860752
Kurtosis	635.2196
Mean	160802.46
Median Absolute Deviation (MAD)	45500
Skewness	14.219915
Sum	4.1835976 × 10⁹
Variance	4.2767919 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1852	3.3%
88000	37	0.1%
70000	35	0.1%
86300	34	0.1%
81000	33	0.1%
98900	33	0.1%
102900	33	0.1%
102500	31	0.1%
90600	31	0.1%
88200	31	0.1%
Other values (4396)	23867	42.1%
(Missing)	30619	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1852	3.3%
1400	1	< 0.1%
1600	1	< 0.1%
2100	1	< 0.1%
2300	1	< 0.1%
2700	1	< 0.1%
2900	2	< 0.1%
3300	1	< 0.1%
3400	2	< 0.1%
3500	1	< 0.1%

Value	Count	Frequency (%)
12971800	1	< 0.1%
5824300	2	< 0.1%
3768000	1	< 0.1%
3563100	1	< 0.1%
3456900	1	< 0.1%
2691500	1	< 0.1%
2673700	1	< 0.1%
2493900	1	< 0.1%
2490600	1	< 0.1%
2472500	1	< 0.1%

Total Value
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	5848
Distinct (%)	22.5%
Missing	30619
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	232397.09

Minimum	100
Maximum	13940400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	100
5-th percentile	37600
Q1	102800
median	148500
Q3	268500
95-th percentile	672760
Maximum	13940400
Range	13940300
Interquartile range (IQR)	165700

Descriptive statistics

Standard deviation	281070.27
Coefficient of variation (CV)	1.2094397
Kurtosis	261.93563
Mean	232397.09
Median Absolute Deviation (MAD)	62800
Skewness	8.9648397
Sum	6.0462752 × 10⁹
Variance	7.9000495 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11000	173	0.3%
25000	93	0.2%
40000	83	0.1%
13000	79	0.1%
20000	73	0.1%
45000	62	0.1%
18000	45	0.1%
30000	43	0.1%
15000	43	0.1%
35000	31	0.1%
Other values (5838)	25292	44.7%
(Missing)	30619	54.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
100	2	< 0.1%
200	9	< 0.1%
300	1	< 0.1%
400	1	< 0.1%
500	8	< 0.1%
600	5	< 0.1%
800	9	< 0.1%
900	3	< 0.1%
1000	21	< 0.1%
1200	1	< 0.1%

Value	Count	Frequency (%)
13940400	1	< 0.1%
6402600	2	< 0.1%
5697100	1	< 0.1%
4455200	1	< 0.1%
4058100	1	< 0.1%
3723900	1	< 0.1%
3500000	1	< 0.1%
3388400	1	< 0.1%
3290300	1	< 0.1%
3157400	1	< 0.1%

Finished Area
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	6117
Distinct (%)	25.3%
Missing	32470
Missing (%)	57.3%
Infinite	0
Infinite (%)	0.0%
Mean	1926.9543

Minimum	0
Maximum	197988
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	0
5-th percentile	864
Q1	1239
median	1632
Q3	2212
95-th percentile	3986.7225
Maximum	197988
Range	197988
Interquartile range (IQR)	973

Descriptive statistics

Standard deviation	1687.0173
Coefficient of variation (CV)	0.8754838
Kurtosis	7553.5889
Mean	1926.9543
Median Absolute Deviation (MAD)	460.5
Skewness	65.945117
Sum	46566779
Variance	2846027.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1100	114	0.2%
1200	113	0.2%
768	112	0.2%
1000	102	0.2%
975	100	0.2%
1350	95	0.2%
1050	92	0.2%
1650	91	0.2%
960	82	0.1%
1500	78	0.1%
Other values (6107)	23187	40.9%
(Missing)	32470	57.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
450	1	< 0.1%
463	1	< 0.1%
480	1	< 0.1%
504	1	< 0.1%
520	1	< 0.1%
528	1	< 0.1%
540	1	< 0.1%
560	1	< 0.1%
569	1	< 0.1%

Value	Count	Frequency (%)
197988	1	< 0.1%
25193	1	< 0.1%
19728.24988	1	< 0.1%
16372	1	< 0.1%
15574	1	< 0.1%
15446	2	< 0.1%
15378	2	< 0.1%
15375	1	< 0.1%
12740	1	< 0.1%
12714.66003	1	< 0.1%

Foundation Type
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	32472
Missing (%)	57.3%
Memory size	2.4 MiB

CRAWL	15389
FULL BSMT	3917
PT BSMT	3200
SLAB	1581
TYPICAL	40

Length

Max length	9
Median length	5
Mean length	5.8511422
Min length	4

Characters and Unicode

Total characters	141387
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PT BSMT
2nd row	SLAB
3rd row	FULL BSMT
4th row	CRAWL
5th row	CRAWL

Common Values

Value	Count	Frequency (%)
CRAWL	15389	27.2%
FULL BSMT	3917	6.9%
PT BSMT	3200	5.7%
SLAB	1581	2.8%
TYPICAL	40	0.1%
PIERS	37	0.1%
(Missing)	32472	57.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
crawl	15389	49.2%
bsmt	7117	22.8%
full	3917	12.5%
pt	3200	10.2%
slab	1581	5.1%
typical	40	0.1%
piers	37	0.1%

Most occurring characters

Value	Count	Frequency (%)
L	24844	17.6%
A	17010	12.0%
C	15429	10.9%
R	15426	10.9%
W	15389	10.9%
T	10357	7.3%
S	8735	6.2%
B	8698	6.2%
	7117	5.0%
M	7117	5.0%
Other values (6)	11265	8.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	134270	95.0%
Space Separator	7117	5.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	24844	18.5%
A	17010	12.7%
C	15429	11.5%
R	15426	11.5%
W	15389	11.5%
T	10357	7.7%
S	8735	6.5%
B	8698	6.5%
M	7117	5.3%
F	3917	2.9%
Other values (5)	7348	5.5%

Space Separator

Value	Count	Frequency (%)
	7117	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	134270	95.0%
Common	7117	5.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	24844	18.5%
A	17010	12.7%
C	15429	11.5%
R	15426	11.5%
W	15389	11.5%
T	10357	7.7%
S	8735	6.5%
B	8698	6.5%
M	7117	5.3%
F	3917	2.9%
Other values (5)	7348	5.5%

Common

Value	Count	Frequency (%)
	7117	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	141387	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	24844	17.6%
A	17010	12.0%
C	15429	10.9%
R	15426	10.9%
W	15389	10.9%
T	10357	7.3%
S	8735	6.2%
B	8698	6.2%
	7117	5.0%
M	7117	5.0%
Other values (6)	11265	8.0%

Year Built
Real number (ℝ)

Distinct	126
Distinct (%)	0.5%
Missing	32471
Missing (%)	57.3%
Infinite	0
Infinite (%)	0.0%
Mean	1963.7492

Minimum	1799
Maximum	2017
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	1799
5-th percentile	1924
Q1	1948
median	1960
Q3	1983
95-th percentile	2015
Maximum	2017
Range	218
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	26.546141
Coefficient of variation (CV)	0.013518091
Kurtosis	-0.3264249
Mean	1963.7492
Median Absolute Deviation (MAD)	16
Skewness	0.27503388
Sum	47454000
Variance	704.69758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1950	1153	2.0%
1930	1008	1.8%
1955	1005	1.8%
1960	759	1.3%
1940	751	1.3%
2015	712	1.3%
2016	602	1.1%
1920	561	1.0%
1948	538	0.9%
1958	536	0.9%
Other values (116)	16540	29.2%
(Missing)	32471	57.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1799	1	< 0.1%
1832	1	< 0.1%
1870	2	< 0.1%
1880	1	< 0.1%
1890	1	< 0.1%
1893	1	< 0.1%
1894	1	< 0.1%
1899	93	0.2%
1900	72	0.1%
1901	1	< 0.1%

Value	Count	Frequency (%)
2017	13	< 0.1%
2016	602	1.1%
2015	712	1.3%
2014	526	0.9%
2013	297	0.5%
2012	71	0.1%
2011	32	0.1%
2010	36	0.1%
2009	47	0.1%
2008	68	0.1%

Exterior Wall
Categorical

IMBALANCE MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	32471
Missing (%)	57.3%
Memory size	2.4 MiB

BRICK	11942
FRAME	8870
BRICK/FRAME	2602
STONE	331
STUCCO	168
Other values (5)	252

Length

Max length	12
Median length	5
Mean length	5.692903
Min length	3

Characters and Unicode

Total characters	137569
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	BRICK
2nd row	BRICK/FRAME
3rd row	BRICK/FRAME
4th row	FRAME
5th row	FRAME

Common Values

Value	Count	Frequency (%)
BRICK	11942	21.1%
FRAME	8870	15.7%
BRICK/FRAME	2602	4.6%
STONE	331	0.6%
STUCCO	168	0.3%
CONC BLK	113	0.2%
FRAME/STONE	108	0.2%
LOG	15	< 0.1%
METAL	15	< 0.1%
PRECAST CONC	1	< 0.1%
(Missing)	32471	57.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
brick	11942	49.2%
frame	8870	36.5%
brick/frame	2602	10.7%
stone	331	1.4%
stucco	168	0.7%
conc	114	0.5%
blk	113	0.5%
frame/stone	108	0.4%
log	15	0.1%
metal	15	0.1%

Most occurring characters

Value	Count	Frequency (%)
R	26125	19.0%
C	15109	11.0%
B	14657	10.7%
K	14657	10.7%
I	14544	10.6%
E	12035	8.7%
A	11596	8.4%
M	11595	8.4%
F	11580	8.4%
/	2710	2.0%
Other values (9)	2961	2.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	134745	97.9%
Other Punctuation	2710	2.0%
Space Separator	114	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	26125	19.4%
C	15109	11.2%
B	14657	10.9%
K	14657	10.9%
I	14544	10.8%
E	12035	8.9%
A	11596	8.6%
M	11595	8.6%
F	11580	8.6%
O	736	0.5%
Other values (7)	2111	1.6%

Other Punctuation

Value	Count	Frequency (%)
/	2710	100.0%

Space Separator

Value	Count	Frequency (%)
	114	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	134745	97.9%
Common	2824	2.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	26125	19.4%
C	15109	11.2%
B	14657	10.9%
K	14657	10.9%
I	14544	10.8%
E	12035	8.9%
A	11596	8.6%
M	11595	8.6%
F	11580	8.6%
O	736	0.5%
Other values (7)	2111	1.6%

Common

Value	Count	Frequency (%)
/	2710	96.0%
	114	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137569	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	26125	19.0%
C	15109	11.0%
B	14657	10.7%
K	14657	10.7%
I	14544	10.6%
E	12035	8.7%
A	11596	8.4%
M	11595	8.4%
F	11580	8.4%
/	2710	2.0%
Other values (9)	2961	2.2%

Grade
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	20
Distinct (%)	0.1%
Missing	32471
Missing (%)	57.3%
Memory size	2.4 MiB

C	17262
B	3698
D	1984
A	598
X	523
Other values (15)	100

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	96660
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row	C
2nd row	C
3rd row	B
4th row	C
5th row	C

Common Values

Value	Count	Frequency (%)
C	17262	30.5%
B	3698	6.5%
D	1984	3.5%
A	598	1.1%
X	523	0.9%
E	60	0.1%
TCC	20	< 0.1%
AAC	3	< 0.1%
AAB	3	< 0.1%
IDC	3	< 0.1%
Other values (10)	11	< 0.1%
(Missing)	32471	57.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c	17262	71.4%
b	3698	15.3%
d	1984	8.2%
a	598	2.5%
x	523	2.2%
e	60	0.2%
tcc	20	0.1%
aac	3	< 0.1%
aab	3	< 0.1%
idc	3	< 0.1%
Other values (10)	11	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	72415	74.9%
C	17316	17.9%
B	3704	3.8%
D	1989	2.1%
A	611	0.6%
X	523	0.5%
E	60	0.1%
T	24	< 0.1%
O	4	< 0.1%
F	4	< 0.1%
Other values (4)	10	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	72415	74.9%
Uppercase Letter	24245	25.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	17316	71.4%
B	3704	15.3%
D	1989	8.2%
A	611	2.5%
X	523	2.2%
E	60	0.2%
T	24	0.1%
O	4	< 0.1%
F	4	< 0.1%
S	4	< 0.1%
Other values (3)	6	< 0.1%

Space Separator

Value	Count	Frequency (%)
	72415	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	72415	74.9%
Latin	24245	25.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	17316	71.4%
B	3704	15.3%
D	1989	8.2%
A	611	2.5%
X	523	2.2%
E	60	0.2%
T	24	0.1%
O	4	< 0.1%
F	4	< 0.1%
S	4	< 0.1%
Other values (3)	6	< 0.1%

Common

Value	Count	Frequency (%)
	72415	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	96660	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	72415	74.9%
C	17316	17.9%
B	3704	3.8%
D	1989	2.1%
A	611	0.6%
X	523	0.5%
E	60	0.1%
T	24	< 0.1%
O	4	< 0.1%
F	4	< 0.1%
Other values (4)	10	< 0.1%

Bedrooms
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	32477
Missing (%)	57.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.0900286

Minimum	0
Maximum	11
Zeros	43
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	3
Q3	3
95-th percentile	4
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.852942
Coefficient of variation (CV)	0.27603046
Kurtosis	3.0466984
Mean	3.0900286
Median Absolute Deviation (MAD)	0
Skewness	0.8779929
Sum	74652
Variance	0.72751005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3	12877	22.7%
2	5104	9.0%
4	4857	8.6%
5	871	1.5%
6	243	0.4%
1	102	0.2%
0	43	0.1%
7	35	0.1%
8	22	< 0.1%
10	2	< 0.1%
Other values (2)	3	< 0.1%
(Missing)	32477	57.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43	0.1%
1	102	0.2%
2	5104	9.0%
3	12877	22.7%
4	4857	8.6%
5	871	1.5%
6	243	0.4%
7	35	0.1%
8	22	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
10	2	< 0.1%
9	2	< 0.1%
8	22	< 0.1%
7	35	0.1%
6	243	0.4%
5	871	1.5%
4	4857	8.6%
3	12877	22.7%
2	5104	9.0%

Full Bath
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	11
Distinct (%)	< 0.1%
Missing	32359
Missing (%)	57.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.8861062

Minimum	0
Maximum	10
Zeros	164
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	442.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.96157181
Coefficient of variation (CV)	0.50981849
Kurtosis	3.3876773
Mean	1.8861062
Median Absolute Deviation (MAD)	1
Skewness	1.3481894
Sum	45789
Variance	0.92462035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2	9875	17.4%
1	9359	16.5%
3	3446	6.1%
4	990	1.7%
5	329	0.6%
0	164	0.3%
6	85	0.2%
7	16	< 0.1%
8	6	< 0.1%
10	4	< 0.1%
(Missing)	32359	57.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	164	0.3%
1	9359	16.5%
2	9875	17.4%
3	3446	6.1%
4	990	1.7%
5	329	0.6%
6	85	0.2%
7	16	< 0.1%
8	6	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
10	4	< 0.1%
9	3	< 0.1%
8	6	< 0.1%
7	16	< 0.1%
6	85	0.2%
5	329	0.6%
4	990	1.7%
3	3446	6.1%
2	9875	17.4%
1	9359	16.5%

Half Bath
Categorical

IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	32490
Missing (%)	57.4%
Memory size	2.6 MiB

0.0	17683
1.0	6094
2.0	344
3.0	25

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	72438
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	17683	31.2%
1.0	6094	10.8%
2.0	344	0.6%
3.0	25	< 0.1%
(Missing)	32490	57.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	17683	73.2%
1.0	6094	25.2%
2.0	344	1.4%
3.0	25	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	41829	57.7%
.	24146	33.3%
1	6094	8.4%
2	344	0.5%
3	25	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	48292	66.7%
Other Punctuation	24146	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	41829	86.6%
1	6094	12.6%
2	344	0.7%
3	25	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	24146	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	72438	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	41829	57.7%
.	24146	33.3%
1	6094	8.4%
2	344	0.5%
3	25	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72438	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	41829	57.7%
.	24146	33.3%
1	6094	8.4%
2	344	0.5%
3	25	< 0.1%

Auto

Heatmap
Table

	Unnamed: 0.1	Unnamed: 0	Sale Price	Acreage	Neighborhood	Land Value	Building Value	Total Value	Finished Area	Year Built	Bedrooms	Full Bath	Land Use	Property City	Sold As Vacant	Multiple Parcels Involved in Sale	City	Tax District	Foundation Type	Exterior Wall	Grade	Half Bath
Unnamed: 0.1	1.000	1.000	0.121	-0.009	0.017	-0.093	-0.131	-0.124	-0.067	0.017	-0.040	-0.062	0.112	0.039	0.062	0.061	0.022	0.023	0.013	0.009	0.026	0.021
Unnamed: 0	1.000	1.000	0.121	-0.009	0.017	-0.093	-0.131	-0.124	-0.067	0.017	-0.040	-0.062	0.112	0.039	0.062	0.061	0.022	0.023	0.013	0.009	0.026	0.021
Sale Price	0.121	0.121	1.000	0.270	-0.055	0.752	0.643	0.763	0.619	-0.057	0.360	0.465	0.123	0.025	0.015	0.176	0.000	0.007	0.112	0.020	0.707	0.000
Acreage	-0.009	-0.009	0.270	1.000	0.492	0.379	0.216	0.299	0.367	0.038	0.211	0.154	0.288	0.448	0.060	0.055	0.448	0.000	0.079	0.019	0.408	0.006
Neighborhood	0.017	0.017	-0.055	0.492	1.000	0.028	0.005	0.012	0.080	0.195	0.067	0.048	0.099	0.404	0.139	0.115	0.404	0.492	0.125	0.171	0.218	0.101
Land Value	-0.093	-0.093	0.752	0.379	0.028	1.000	0.606	0.802	0.575	-0.072	0.320	0.414	0.118	0.221	0.049	0.013	0.221	0.367	0.074	0.069	0.252	0.139
Building Value	-0.131	-0.131	0.643	0.216	0.005	0.606	1.000	0.916	0.786	0.115	0.465	0.620	0.083	0.000	0.000	0.024	0.000	0.127	0.082	0.081	0.543	0.162
Total Value	-0.124	-0.124	0.763	0.299	0.012	0.802	0.916	1.000	0.772	0.044	0.442	0.590	0.076	0.031	0.000	0.027	0.031	0.180	0.077	0.082	0.530	0.197
Finished Area	-0.067	-0.067	0.619	0.367	0.080	0.575	0.786	0.772	1.000	0.197	0.630	0.699	0.174	0.000	0.000	0.038	0.000	0.000	0.157	0.000	0.724	0.000
Year Built	0.017	0.017	-0.057	0.038	0.195	-0.072	0.115	0.044	0.197	1.000	0.195	0.291	0.217	0.167	0.325	0.076	0.167	0.128	0.150	0.232	0.176	0.185
Bedrooms	-0.040	-0.040	0.360	0.211	0.067	0.320	0.465	0.442	0.630	0.195	1.000	0.579	0.264	0.067	0.084	0.077	0.067	0.110	0.221	0.080	0.236	0.166
Full Bath	-0.062	-0.062	0.465	0.154	0.048	0.414	0.620	0.590	0.699	0.291	0.579	1.000	0.102	0.050	0.086	0.022	0.050	0.186	0.084	0.078	0.271	0.173
Land Use	0.112	0.112	0.123	0.288	0.099	0.118	0.083	0.076	0.174	0.217	0.264	0.102	1.000	0.065	0.789	0.544	0.088	0.063	0.357	0.108	0.579	0.102
Property City	0.039	0.039	0.025	0.448	0.404	0.221	0.000	0.031	0.000	0.167	0.067	0.050	0.065	1.000	0.147	0.133	1.000	0.499	0.092	0.092	0.104	0.053
Sold As Vacant	0.062	0.062	0.015	0.060	0.139	0.049	0.000	0.000	0.000	0.325	0.084	0.086	0.789	0.147	1.000	0.509	0.053	0.048	0.055	0.121	0.173	0.098
Multiple Parcels Involved in Sale	0.061	0.061	0.176	0.055	0.115	0.013	0.024	0.027	0.038	0.076	0.077	0.022	0.544	0.133	0.509	1.000	0.066	0.024	0.084	0.050	0.127	0.010
City	0.022	0.022	0.000	0.448	0.404	0.221	0.000	0.031	0.000	0.167	0.067	0.050	0.088	1.000	0.053	0.066	1.000	0.499	0.092	0.092	0.104	0.053
Tax District	0.023	0.023	0.007	0.000	0.492	0.367	0.127	0.180	0.000	0.128	0.110	0.186	0.063	0.499	0.048	0.024	0.499	1.000	0.075	0.081	0.230	0.103
Foundation Type	0.013	0.013	0.112	0.079	0.125	0.074	0.082	0.077	0.157	0.150	0.221	0.084	0.357	0.092	0.055	0.084	0.092	0.075	1.000	0.160	0.460	0.037
Exterior Wall	0.009	0.009	0.020	0.019	0.171	0.069	0.081	0.082	0.000	0.232	0.080	0.078	0.108	0.092	0.121	0.050	0.092	0.081	0.160	1.000	0.164	0.066
Grade	0.026	0.026	0.707	0.408	0.218	0.252	0.543	0.530	0.724	0.176	0.236	0.271	0.579	0.104	0.173	0.127	0.104	0.230	0.460	0.164	1.000	0.273
Half Bath	0.021	0.021	0.000	0.006	0.101	0.139	0.162	0.197	0.000	0.185	0.166	0.173	0.102	0.053	0.098	0.010	0.053	0.103	0.037	0.066	0.273	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Unnamed: 0.1	Unnamed: 0	Parcel ID	Land Use	Property Address	Suite/ Condo #	Property City	Sale Date	Sale Price	Legal Reference	Sold As Vacant	Multiple Parcels Involved in Sale	Owner Name	Address	City	State	Acreage	Tax District	Neighborhood	image	Land Value	Building Value	Total Value	Finished Area	Foundation Type	Year Built	Exterior Wall	Grade	Bedrooms	Full Bath	Half Bath
0	0	0	105 03 0D 008.00	RESIDENTIAL CONDO	1208 3RD AVE S	8	NASHVILLE	2013-01-24	132000	20130128-0008725	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	1	1	105 11 0 080.00	SINGLE FAMILY	1802 STEWART PL	NaN	NASHVILLE	2013-01-11	191500	20130118-0006337	No	No	STINSON, LAURA M.	1802 STEWART PL	NASHVILLE	TN	0.17	URBAN SERVICES DISTRICT	3127.0	\114000\910001.JPG	32000.0	134400.0	168300.0	1149.00000	PT BSMT	1941.0	BRICK	C	2.0	1.0	0.0
2	2	2	118 03 0 130.00	SINGLE FAMILY	2761 ROSEDALE PL	NaN	NASHVILLE	2013-01-18	202000	20130124-0008033	No	No	NUNES, JARED R.	2761 ROSEDALE PL	NASHVILLE	TN	0.11	CITY OF BERRY HILL	9126.0	\131000\191001.JPG	34000.0	157800.0	191800.0	2090.82495	SLAB	2000.0	BRICK/FRAME	C	3.0	2.0	1.0
3	3	3	119 01 0 479.00	SINGLE FAMILY	224 PEACHTREE ST	NaN	NASHVILLE	2013-01-18	32000	20130128-0008863	No	No	WHITFORD, KAREN	224 PEACHTREE ST	NASHVILLE	TN	0.17	URBAN SERVICES DISTRICT	3130.0	\133000\721001.JPG	25000.0	243700.0	268700.0	2145.60001	FULL BSMT	1948.0	BRICK/FRAME	B	4.0	2.0	0.0
4	4	4	119 05 0 186.00	SINGLE FAMILY	316 LUTIE ST	NaN	NASHVILLE	2013-01-23	102000	20130131-0009929	No	No	HENDERSON, JAMES P. & LYNN P.	316 LUTIE ST	NASHVILLE	TN	0.34	URBAN SERVICES DISTRICT	3130.0	\134000\474001.JPG	25000.0	138100.0	164800.0	1969.00000	CRAWL	1910.0	FRAME	C	2.0	1.0	0.0
5	5	5	119 05 0 387.00	SINGLE FAMILY	2626 FOSTER AVE	NaN	NASHVILLE	2013-01-04	93736	20130118-0006110	No	No	MILLER, JORDAN	2626 FOSTER AVE	NASHVILLE	TN	0.17	URBAN SERVICES DISTRICT	3130.0	\134000\656001.JPG	25000.0	86100.0	113300.0	1037.00000	CRAWL	1945.0	FRAME	C	2.0	1.0	0.0
6	6	6	119 10 0A 104.00	RESIDENTIAL CONDO	104 PRESCOTT PL	NaN	NASHVILLE	2013-01-07	64900	20130109-0002881	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	7	7	119 13 0 183.00	SINGLE FAMILY	501 MORTON AVE	NaN	NASHVILLE	2013-01-15	44000	20130115-0004888	No	No	MICKLER, PATRICK L. & LOIS J. & ARNETT, RYAN D.	501 MORTON AVE	NASHVILLE	TN	0.20	URBAN SERVICES DISTRICT	3179.0	\136000\266001.JPG	16000.0	68100.0	84300.0	1216.00000	CRAWL	1932.0	FRAME	D	2.0	1.0	0.0
8	8	8	119 13 0 183.00	SINGLE FAMILY	501 MORTON AVE	NaN	NASHVILLE	2013-01-25	49900	20130128-0008950	No	No	MICKLER, PATRICK L. & LOIS J. & ARNETT, RYAN D.	501 MORTON AVE	NASHVILLE	TN	0.20	URBAN SERVICES DISTRICT	3179.0	\136000\266001.JPG	16000.0	68100.0	84300.0	1216.00000	CRAWL	1932.0	FRAME	D	2.0	1.0	0.0
9	9	9	119 15 0 158.00	SINGLE FAMILY	113 NEESE DR	NaN	NASHVILLE	2013-01-09	25000	20130111-0003850	No	No	SONA LAND CO, LLC	113 NEESE DR	NASHVILLE	TN	0.40	URBAN SERVICES DISTRICT	3131.0	\137000\81001.JPG	25000.0	57100.0	88400.0	1152.00000	CRAWL	1945.0	FRAME	C	2.0	1.0	0.0

	Unnamed: 0.1	Unnamed: 0	Parcel ID	Land Use	Property Address	Suite/ Condo #	Property City	Sale Date	Sale Price	Legal Reference	Sold As Vacant	Multiple Parcels Involved in Sale	Owner Name	Address	City	State	Acreage	Tax District	Neighborhood	image	Land Value	Building Value	Total Value	Finished Area	Foundation Type	Year Built	Exterior Wall	Grade	Bedrooms	Full Bath	Half Bath
56626	56626	56626	093 06 0A 004.00	RESIDENTIAL CONDO	301 DEMONBREUN ST	201.0	NASHVILLE	2016-10-20	325000	20161027-0113759	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56627	56627	56627	093 09 0C 090.00	RESIDENTIAL CONDO	1212 LAUREL ST	1003.0	NASHVILLE	2016-10-21	589900	20161114-0119528	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56628	56628	56628	093 09 0C 105.00	RESIDENTIAL CONDO	1212 LAUREL ST	1103.0	NASHVILLE	2016-10-11	543000	20161014-0108683	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56629	56629	56629	093 09 0C 262.00	RESIDENTIAL CONDO	1212 LAUREL ST	2110.0	NASHVILLE	2016-10-03	397000	20161006-0105844	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56630	56630	56630	093 11 0B 012.00	RESIDENTIAL CONDO	464 2ND AVE S	NaN	NASHVILLE	2016-10-14	275000	20161018-0109872	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56631	56631	56631	093 13 0B 274.00	RESIDENTIAL CONDO	320 11TH AVE S	274.0	NASHVILLE	2016-10-06	210000	20161007-0106599	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56632	56632	56632	093 13 0D 044.00	RESIDENTIAL CONDO	700 12TH AVE S	608.0	NASHVILLE	2016-10-25	338000	20161101-0115186	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56633	56633	56633	093 13 0D 048.00	RESIDENTIAL CONDO	700 12TH AVE S	613.0	NASHVILLE	2016-10-04	742000	20161010-0106889	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56634	56634	56634	093 13 0D 056.00	RESIDENTIAL CONDO	700 12TH AVE S	708.0	NASHVILLE	2016-10-26	320000	20161031-0114730	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
56635	56635	56635	093 13 0D 094.00	RESIDENTIAL CONDO	700 12TH AVE S	1008.0	NASHVILLE	2016-10-27	330000	20161104-0117077	No	No	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Control

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin